{"id":79391,"date":"2017-09-15T07:00:28","date_gmt":"2017-09-15T07:00:28","guid":{"rendered":"http:\/\/www.esri.com\/arcgis-blog\/products\/product\/uncategorized\/give-your-analyses-r-advantage\/"},"modified":"2018-03-26T21:14:42","modified_gmt":"2018-03-26T21:14:42","slug":"give-your-analyses-r-advantage","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage","title":{"rendered":"Give Your Analyses R Advantage"},"author":6821,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23341,24641,25741,22851,28211,22841,22941,22771,25831,24371,22871,23351,23051],"tags":[25751,25761,27181,23551,22901,26221,25851,24391,28601,23391,25581,23401,23081,23101],"industry":[],"product":[36561,42661],"class_list":["post-79391","blog","type-blog","status-publish","format-standard","hentry","category-analytics","category-defense","category-electric-gas","category-national-government","category-health","category-local-government","category-mapping","category-natural-resources","category-petroleum","category-public-safety","category-state-government","category-transportation","category-water","tag-arcgis-for-electric","tag-arcgis-for-gas","tag-health","tag-location-analytics","tag-national-government","tag-open-data","tag-petroleum","tag-public-safety","tag-sciences","tag-spatial-analytics","tag-spatial-statistics","tag-transportation","tag-utilities","tag-water-utilities","product-arcgis-pro","product-arcgis-solutions"],"acf":{"short_description":"The R-ArcGIS bridge was recently featured in the\u00a0live training seminar,\u00a0Go Deeper with Data Analytics Using ArcGIS Pro and R. The topic...","flexible_content":[{"acf_fc_layout":"content","content":"<p>The R-ArcGIS bridge was recently featured in the\u00a0live training seminar,\u00a0<a href=\"https:\/\/www.esri.com\/training\/catalog\/596e5ab6b826875993ba4fd9\/go-deeper-with-data-analytics-using-arcgis-pro-and-r\/\"><em>Go Deeper with Data Analytics Using ArcGIS Pro and R<\/em><\/a>. The topics covered included, how to\u00a0easily transfer data between ArcGIS Pro and R, an open-source programming language for statistical analysis, and how to access R&#8217;s powerful statistical functions from within ArcGIS Pro. This functionality of the bridge allows you to perform an analysis unique to R in complement with ArcGIS tools, and enables streamlined workflows and simple sharing of advanced workflows.\u00a0Additionally, R users were shown how they can use the bridge to easily access geospatial data and to take advantage of the advanced visualizations and geoprocessing capabilities of ArcGIS Pro.<\/p>\n<p>This seminar is <a href=\"https:\/\/www.esri.com\/training\/catalog\/596e5ab6b826875993ba4fd9\/go-deeper-with-data-analytics-using-arcgis-pro-and-r\/\">freely available<\/a> for all to view until September 30<sup>th<\/sup>. Additionally, all the resources used in the seminar have been made available for you to access and to learn from. These materials can be found by navigating to the <a href=\"https:\/\/r-arcgis.github.io\/#R\">GitHub home page for the R-ArcGIS Community<\/a> and clicking on the r-sample-tools box.\u00a0 It is here that you will find the data, scripts, and some documentation for the live training seminar.<\/p>\n<p>For those looking for extra examples, additional sample scripts and data to be used with the bridge for tools like model based clustering and semiparametric regression can also be found <a href=\"https:\/\/github.com\/R-ArcGIS\/r-sample-tools\">here<\/a>. In addition to tools <a href=\"https:\/\/github.com\/R-ArcGIS\/CHANS-tools\">created and shared by the R-ArcGIS bridge user community<\/a> for others to use and learn from. We are always excited to feature community contributions to the R-ArcGIS bridge project, so as you create your own script tools, consider contributing to the GitHub project for the bridge for others to benefit from as well.<\/p>\n<p>Finally, if you are considering getting started working with the bridge for the first time, check out our new installation instruction videos for your current version of ArcGIS Pro or ArcMap.<\/p>\n<p><a href=\"https:\/\/geonet.esri.com\/videos\/4136-installing-the-r-arcgis-bridge-for-arcgis-pro-20\">ArcGIS Pro 2.0+<\/a><\/p>\n<p><a href=\"https:\/\/geonet.esri.com\/videos\/4135-installing-the-r-arcgis-bridge-for-arcgis-pro-11-141\">ArcGIS Pro 1.1-1.4.1<\/a><\/p>\n<p><a href=\"https:\/\/geonet.esri.com\/videos\/4134-installing-the-r-arcgis-bridge-for-arcmap-1031\">ArcMap 10.3.1+<\/a><\/p>\n<p>We hope you enjoy and happy bridging!<\/p>\n<p><em><strong>This blog article is provided by Marjean Pobuda.\u00a0Marjean is a product engineer with Esri\u2019s Spatial Statistics team. Questions for Marjean can be sent to: MPobuda@esri.com<\/strong><\/em><\/p>\n"}],"authors":[{"ID":6821,"user_firstname":"Marjean","user_lastname":"Pobuda","nickname":"marpobuda","user_nicename":"marpobuda","display_name":"Marjean Pobuda","user_email":"MPobuda@esri.com","user_url":"","user_registered":"2018-03-02 00:18:50","user_description":"Marjean Pobuda is a Product Engineer for the Spatial Statistics Team at Esri. She enjoys all things statistics and working on the R-ArcGIS Bridge.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/05\/Reduced.png' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"}]},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Give Your Analyses R Advantage<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Give Your Analyses R Advantage\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage\" \/>\n<meta property=\"og:site_name\" content=\"ArcGIS Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/esrigis\/\" \/>\n<meta property=\"article:modified_time\" content=\"2018-03-26T21:14:42+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@ESRI\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":[\"Article\",\"BlogPosting\"],\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage\"},\"author\":{\"name\":\"Marjean Pobuda\",\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/#\/schema\/person\/2f195a1771ba2b7fce37028585a265d1\"},\"headline\":\"Give Your Analyses R Advantage\",\"datePublished\":\"2017-09-15T07:00:28+00:00\",\"dateModified\":\"2018-03-26T21:14:42+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage\"},\"wordCount\":5,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/#organization\"},\"keywords\":[\"ArcGIS for Electric\",\"ArcGIS for Gas\",\"Health\",\"location analytics\",\"National Government\",\"open data\",\"Petroleum\",\"Public safety\",\"Sciences\",\"spatial analytics\",\"spatial statistics\",\"Transportation\",\"Utilities\",\"water utilities\"],\"articleSection\":[\"Analytics\",\"Defense and Intelligence\",\"Electric &amp; Gas Utilities\",\"Government\",\"Health and Human Services\",\"Local Government\",\"Mapping\",\"Natural Resources\",\"Petroleum and Pipeline\",\"Public Safety\",\"State and Provincial Government\",\"Transportation\",\"Water\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage\",\"url\":\"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage\",\"name\":\"Give Your Analyses R Advantage\",\"isPartOf\":{\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/#website\"},\"datePublished\":\"2017-09-15T07:00:28+00:00\",\"dateModified\":\"2018-03-26T21:14:42+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.esri.com\/arcgis-blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Give Your Analyses R Advantage\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/#website\",\"url\":\"https:\/\/www.esri.com\/arcgis-blog\/\",\"name\":\"ArcGIS Blog\",\"description\":\"Get insider info from Esri product teams\",\"publisher\":{\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.esri.com\/arcgis-blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/#organization\",\"name\":\"Esri\",\"url\":\"https:\/\/www.esri.com\/arcgis-blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/04\/Esri.png\",\"contentUrl\":\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/04\/Esri.png\",\"width\":400,\"height\":400,\"caption\":\"Esri\"},\"image\":{\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/esrigis\/\",\"https:\/\/x.com\/ESRI\",\"https:\/\/www.linkedin.com\/company\/5311\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/#\/schema\/person\/2f195a1771ba2b7fce37028585a265d1\",\"name\":\"Marjean Pobuda\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/05\/Reduced.png\",\"contentUrl\":\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/05\/Reduced.png\",\"caption\":\"Marjean Pobuda\"},\"description\":\"Marjean Pobuda is a Product Engineer for the Spatial Statistics Team at Esri. She enjoys all things statistics and working on the R-ArcGIS Bridge.\",\"url\":\"https:\/\/www.esri.com\/arcgis-blog\/author\/marpobuda\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Give Your Analyses R Advantage","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage","og_locale":"en_US","og_type":"article","og_title":"Give Your Analyses R Advantage","og_url":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage","og_site_name":"ArcGIS Blog","article_publisher":"https:\/\/www.facebook.com\/esrigis\/","article_modified_time":"2018-03-26T21:14:42+00:00","twitter_card":"summary_large_image","twitter_site":"@ESRI","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["Article","BlogPosting"],"@id":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage#article","isPartOf":{"@id":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage"},"author":{"name":"Marjean Pobuda","@id":"https:\/\/www.esri.com\/arcgis-blog\/#\/schema\/person\/2f195a1771ba2b7fce37028585a265d1"},"headline":"Give Your Analyses R Advantage","datePublished":"2017-09-15T07:00:28+00:00","dateModified":"2018-03-26T21:14:42+00:00","mainEntityOfPage":{"@id":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage"},"wordCount":5,"commentCount":0,"publisher":{"@id":"https:\/\/www.esri.com\/arcgis-blog\/#organization"},"keywords":["ArcGIS for Electric","ArcGIS for Gas","Health","location analytics","National Government","open data","Petroleum","Public safety","Sciences","spatial analytics","spatial statistics","Transportation","Utilities","water utilities"],"articleSection":["Analytics","Defense and Intelligence","Electric &amp; Gas Utilities","Government","Health and Human Services","Local Government","Mapping","Natural Resources","Petroleum and Pipeline","Public Safety","State and Provincial Government","Transportation","Water"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage","url":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage","name":"Give Your Analyses R Advantage","isPartOf":{"@id":"https:\/\/www.esri.com\/arcgis-blog\/#website"},"datePublished":"2017-09-15T07:00:28+00:00","dateModified":"2018-03-26T21:14:42+00:00","breadcrumb":{"@id":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/give-your-analyses-r-advantage#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.esri.com\/arcgis-blog\/"},{"@type":"ListItem","position":2,"name":"Give Your Analyses R Advantage"}]},{"@type":"WebSite","@id":"https:\/\/www.esri.com\/arcgis-blog\/#website","url":"https:\/\/www.esri.com\/arcgis-blog\/","name":"ArcGIS Blog","description":"Get insider info from Esri product teams","publisher":{"@id":"https:\/\/www.esri.com\/arcgis-blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.esri.com\/arcgis-blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.esri.com\/arcgis-blog\/#organization","name":"Esri","url":"https:\/\/www.esri.com\/arcgis-blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.esri.com\/arcgis-blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/04\/Esri.png","contentUrl":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/04\/Esri.png","width":400,"height":400,"caption":"Esri"},"image":{"@id":"https:\/\/www.esri.com\/arcgis-blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/esrigis\/","https:\/\/x.com\/ESRI","https:\/\/www.linkedin.com\/company\/5311\/"]},{"@type":"Person","@id":"https:\/\/www.esri.com\/arcgis-blog\/#\/schema\/person\/2f195a1771ba2b7fce37028585a265d1","name":"Marjean Pobuda","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.esri.com\/arcgis-blog\/#\/schema\/person\/image\/","url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/05\/Reduced.png","contentUrl":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/05\/Reduced.png","caption":"Marjean Pobuda"},"description":"Marjean Pobuda is a Product Engineer for the Spatial Statistics Team at Esri. She enjoys all things statistics and working on the R-ArcGIS Bridge.","url":"https:\/\/www.esri.com\/arcgis-blog\/author\/marpobuda"}]}},"text_date":"September 15, 2017","author_name":"Marjean Pobuda","author_page":"https:\/\/www.esri.com\/arcgis-blog\/author\/marpobuda","custom_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2025\/08\/Newsroom-Keyart-Wide-1920-x-1080.jpg","primary_product":"ArcGIS Pro","tag_data":[{"term_id":25751,"name":"ArcGIS for Electric","slug":"arcgis-for-electric","term_group":0,"term_taxonomy_id":25751,"taxonomy":"post_tag","description":"","parent":0,"count":95,"filter":"raw"},{"term_id":25761,"name":"ArcGIS for Gas","slug":"arcgis-for-gas","term_group":0,"term_taxonomy_id":25761,"taxonomy":"post_tag","description":"","parent":0,"count":95,"filter":"raw"},{"term_id":27181,"name":"Health","slug":"health","term_group":0,"term_taxonomy_id":27181,"taxonomy":"post_tag","description":"","parent":0,"count":65,"filter":"raw"},{"term_id":23551,"name":"location analytics","slug":"location-analytics","term_group":0,"term_taxonomy_id":23551,"taxonomy":"post_tag","description":"","parent":0,"count":164,"filter":"raw"},{"term_id":22901,"name":"National Government","slug":"national-government","term_group":0,"term_taxonomy_id":22901,"taxonomy":"post_tag","description":"","parent":0,"count":255,"filter":"raw"},{"term_id":26221,"name":"open data","slug":"open-data","term_group":0,"term_taxonomy_id":26221,"taxonomy":"post_tag","description":"","parent":0,"count":218,"filter":"raw"},{"term_id":25851,"name":"Petroleum","slug":"petroleum","term_group":0,"term_taxonomy_id":25851,"taxonomy":"post_tag","description":"","parent":0,"count":47,"filter":"raw"},{"term_id":24391,"name":"Public safety","slug":"public-safety","term_group":0,"term_taxonomy_id":24391,"taxonomy":"post_tag","description":"","parent":0,"count":204,"filter":"raw"},{"term_id":28601,"name":"Sciences","slug":"sciences","term_group":0,"term_taxonomy_id":28601,"taxonomy":"post_tag","description":"","parent":0,"count":82,"filter":"raw"},{"term_id":23391,"name":"spatial analytics","slug":"spatial-analytics","term_group":0,"term_taxonomy_id":23391,"taxonomy":"post_tag","description":"","parent":0,"count":345,"filter":"raw"},{"term_id":25581,"name":"spatial statistics","slug":"spatial-statistics","term_group":0,"term_taxonomy_id":25581,"taxonomy":"post_tag","description":"","parent":0,"count":129,"filter":"raw"},{"term_id":23401,"name":"Transportation","slug":"transportation","term_group":0,"term_taxonomy_id":23401,"taxonomy":"post_tag","description":"","parent":0,"count":150,"filter":"raw"},{"term_id":23081,"name":"Utilities","slug":"utilities","term_group":0,"term_taxonomy_id":23081,"taxonomy":"post_tag","description":"","parent":0,"count":220,"filter":"raw"},{"term_id":23101,"name":"water utilities","slug":"water-utilities","term_group":0,"term_taxonomy_id":23101,"taxonomy":"post_tag","description":"","parent":0,"count":148,"filter":"raw"}],"category_data":[{"term_id":23341,"name":"Analytics","slug":"analytics","term_group":0,"term_taxonomy_id":23341,"taxonomy":"category","description":"","parent":0,"count":1334,"filter":"raw"},{"term_id":24641,"name":"Defense and Intelligence","slug":"defense","term_group":0,"term_taxonomy_id":24641,"taxonomy":"category","description":"","parent":0,"count":162,"filter":"raw"},{"term_id":25741,"name":"Electric &amp; Gas Utilities","slug":"electric-gas","term_group":0,"term_taxonomy_id":25741,"taxonomy":"category","description":"","parent":0,"count":254,"filter":"raw"},{"term_id":22851,"name":"Government","slug":"national-government","term_group":0,"term_taxonomy_id":22851,"taxonomy":"category","description":"","parent":0,"count":413,"filter":"raw"},{"term_id":28211,"name":"Health and Human Services","slug":"health","term_group":0,"term_taxonomy_id":28211,"taxonomy":"category","description":"","parent":0,"count":134,"filter":"raw"},{"term_id":22841,"name":"Local Government","slug":"local-government","term_group":0,"term_taxonomy_id":22841,"taxonomy":"category","description":"","parent":0,"count":557,"filter":"raw"},{"term_id":22941,"name":"Mapping","slug":"mapping","term_group":0,"term_taxonomy_id":22941,"taxonomy":"category","description":"","parent":0,"count":2701,"filter":"raw"},{"term_id":22771,"name":"Natural Resources","slug":"natural-resources","term_group":0,"term_taxonomy_id":22771,"taxonomy":"category","description":"","parent":0,"count":262,"filter":"raw"},{"term_id":25831,"name":"Petroleum and Pipeline","slug":"petroleum","term_group":0,"term_taxonomy_id":25831,"taxonomy":"category","description":"","parent":0,"count":86,"filter":"raw"},{"term_id":24371,"name":"Public Safety","slug":"public-safety","term_group":0,"term_taxonomy_id":24371,"taxonomy":"category","description":"","parent":0,"count":280,"filter":"raw"},{"term_id":22871,"name":"State and Provincial Government","slug":"state-government","term_group":0,"term_taxonomy_id":22871,"taxonomy":"category","description":"","parent":0,"count":333,"filter":"raw"},{"term_id":23351,"name":"Transportation","slug":"transportation","term_group":0,"term_taxonomy_id":23351,"taxonomy":"category","description":"","parent":0,"count":215,"filter":"raw"},{"term_id":23051,"name":"Water","slug":"water","term_group":0,"term_taxonomy_id":23051,"taxonomy":"category","description":"","parent":0,"count":463,"filter":"raw"}],"product_data":[{"term_id":36561,"name":"ArcGIS Pro","slug":"arcgis-pro","term_group":0,"term_taxonomy_id":36561,"taxonomy":"product","description":"","parent":0,"count":2052,"filter":"raw"},{"term_id":42661,"name":"ArcGIS Solutions","slug":"arcgis-solutions","term_group":0,"term_taxonomy_id":42661,"taxonomy":"product","description":"","parent":0,"count":351,"filter":"raw"}],"primary_product_link":"https:\/\/www.esri.com\/arcgis-blog\/?s=#&products=arcgis-pro","_links":{"self":[{"href":"https:\/\/www.esri.com\/arcgis-blog\/wp-json\/wp\/v2\/blog\/79391","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.esri.com\/arcgis-blog\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.esri.com\/arcgis-blog\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/www.esri.com\/arcgis-blog\/wp-json\/wp\/v2\/users\/6821"}],"replies":[{"embeddable":true,"href":"https:\/\/www.esri.com\/arcgis-blog\/wp-json\/wp\/v2\/comments?post=79391"}],"version-history":[{"count":0,"href":"https:\/\/www.esri.com\/arcgis-blog\/wp-json\/wp\/v2\/blog\/79391\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.esri.com\/arcgis-blog\/wp-json\/wp\/v2\/media?parent=79391"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.esri.com\/arcgis-blog\/wp-json\/wp\/v2\/categories?post=79391"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.esri.com\/arcgis-blog\/wp-json\/wp\/v2\/tags?post=79391"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.esri.com\/arcgis-blog\/wp-json\/wp\/v2\/industry?post=79391"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/www.esri.com\/arcgis-blog\/wp-json\/wp\/v2\/product?post=79391"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}